df <- read.csv("C:\\Users\\Utilisateur\\Downloads\\features_1024tanh.csv")
head(df)
NA
NA
resultats_acp <- PCA(df[, 2:1025], ncp=200, scale.unit = TRUE)
Avis : Missing values are imputed by the mean of the variable: you should use the imputePCA function of the missMDA package

premieres_variables_principales
             Dim.1        Dim.2         Dim.3         Dim.4         Dim.5         Dim.6         Dim.7         Dim.8
X0    -0.478688071 -0.071498576 -0.2192839170 -0.2082560265  2.260451e-01  0.0807797519  0.2034897482  0.0546503784
X1     0.385388296  0.076029742  0.3376044881 -0.1797232012 -5.425890e-02  0.1656021804 -0.0383672588  0.0772658217
X2    -0.596620088  0.015304984 -0.1731592895  0.2292930519 -1.550284e-01 -0.0859176266 -0.1281241404  0.0649270042
X3     0.159076808 -0.156585118  0.1237855601 -0.1440279277 -1.668241e-01 -0.0921645015  0.2814427398 -0.0698485310
X4    -0.582118812 -0.448727593  0.3398873463 -0.0167282147 -1.503827e-01  0.0108289562  0.0064466509 -0.0284286964
              Dim.9        Dim.10        Dim.11        Dim.12        Dim.13        Dim.14        Dim.15        Dim.16
X0    -0.0494648065 -2.008937e-01 -3.268505e-01  2.260837e-01 -0.1921725098  1.519139e-01  0.1037928801 -0.0698903087
X1    -0.2362264349  1.600855e-01 -4.274077e-03 -1.590291e-01 -0.1136373425  1.593802e-02 -0.1269709511  0.1378473911
X2     0.2013893947 -6.544017e-03 -7.453903e-02  6.528005e-02  0.0048559709  2.762653e-02 -0.0018019234  0.0185071537
X3     0.0904798399 -2.094175e-01  2.492847e-02  5.801670e-02  0.1489731082 -8.276104e-02  0.1882496623 -0.1014524062
X4    -0.2197274231  7.431863e-02  2.790340e-01 -4.402636e-02  0.0347796734  3.283478e-02 -0.0564429136 -0.1307429615
             Dim.17        Dim.18        Dim.19        Dim.20        Dim.21        Dim.22        Dim.23        Dim.24
X0    -1.501925e-03 -2.349610e-03  4.976412e-05  0.0190735889 -2.949274e-02 -0.0936340261  1.306069e-01  1.450430e-01
X1    -1.193957e-01 -1.019104e-01 -4.608338e-02 -0.1002572956  1.848636e-01 -0.1877345951  3.979920e-02  1.208190e-01
X2    -9.110514e-03 -7.989980e-02  1.114364e-01 -0.2269874441  1.730457e-01  0.0485517739  1.277879e-02 -1.793031e-01
X3    -8.894017e-02  1.883188e-02  1.142838e-01  0.0472559023 -7.103335e-02 -0.0452717483 -3.906051e-03 -1.816738e-01
X4     9.344255e-02  5.862815e-03  7.499966e-04 -0.1931315448  2.676468e-02 -0.0373945385  7.214621e-02 -1.069792e-02
             Dim.25        Dim.26        Dim.27        Dim.28        Dim.29        Dim.30        Dim.31        Dim.32
X0     0.0091317619  0.1264660507  8.104070e-02  3.246311e-02  0.1309540002 -0.0934224559 -1.215069e-01 -0.0823236292
X1    -0.0062015165 -0.0288175088 -2.031741e-02  5.664033e-02  0.0312621316 -0.0884618930  1.355898e-01  0.1932125850
X2    -0.1461322658 -0.0587384652  1.881596e-01 -9.133470e-02 -0.0263294762 -0.0313767075 -5.663553e-02  0.0777091637
X3    -0.0232880561 -0.2471095330  1.044299e-01  4.744399e-02 -0.0901287579 -0.1323550648  7.711768e-02 -0.1174593048
X4     0.0457538677 -0.0106380339 -3.918686e-02  4.868239e-03  0.0175372288  0.0213716940  4.010703e-02  0.0752128363
             Dim.33        Dim.34        Dim.35        Dim.36        Dim.37        Dim.38        Dim.39        Dim.40
X0    -3.303266e-02  9.460459e-02  1.842895e-04  0.0322516273 -0.0922331160 -0.0711491208  0.0694015064 -3.442534e-02
X1    -8.515912e-02  4.346062e-02 -1.093177e-02 -0.0198140720 -0.0692992532 -0.0759563841  0.0419356567 -4.723094e-02
X2     4.415341e-03  5.681806e-02 -7.897336e-02 -0.1211096154 -0.0369563452  0.0236463840  0.0020869898 -9.316869e-02
X3     1.159453e-01 -1.965635e-01 -5.755923e-02 -0.1343665952  0.0037084991  0.0601491830  0.0736964855  1.121575e-01
X4    -1.587010e-02  7.200085e-02 -5.122043e-02 -0.0188821369 -0.0767627384 -0.0509752681  0.0078003359  3.778723e-02
             Dim.41        Dim.42        Dim.43        Dim.44        Dim.45        Dim.46        Dim.47        Dim.48
X0    -4.008942e-03 -5.815537e-02 -6.064102e-02  0.1421526465 -1.013349e-02  0.0795529106 -4.069973e-02  0.0221191485
X1    -1.193857e-01 -1.270256e-02 -1.072071e-01  0.0052130332  3.180446e-02 -0.0445363940  1.015691e-01 -0.0011814553
X2     4.986890e-04 -1.109752e-01 -7.088250e-02 -0.1073344153 -7.995406e-02  0.0728009779  4.336778e-02 -0.0059242830
X3     4.200658e-02  2.825454e-02 -1.352760e-01  0.0681987850 -1.342702e-01 -0.0802092421  6.863291e-02  0.0557034405
X4    -6.974337e-02  3.068980e-02 -2.019660e-02 -0.0390507189 -1.762383e-02  0.0162093430 -2.689483e-03  0.0491874873
             Dim.49        Dim.50        Dim.51        Dim.52        Dim.53        Dim.54        Dim.55        Dim.56
X0    -7.896791e-03  4.546378e-02 -0.0459087921 -0.0419959002 -0.1165749997 -6.746741e-03 -1.207542e-01 -1.024493e-03
X1    -6.943583e-02  3.860619e-02 -0.0111385688  0.0043395131 -0.1115073570 -4.186508e-02 -3.627443e-02 -1.548096e-01
X2    -8.464761e-02 -1.505232e-01 -0.0735989119 -0.0875241244  0.0196949119  9.803753e-03  2.062177e-02  7.853102e-02
X3     1.395167e-02 -1.489770e-01 -0.0264185077 -0.1015958569 -0.1676576989  2.317305e-02 -3.540491e-02 -1.836910e-05
X4     2.880410e-02 -1.736334e-02 -0.0537034072 -0.0020435233 -0.0314904576 -1.949822e-02  1.138051e-02 -1.295130e-02
             Dim.57        Dim.58        Dim.59        Dim.60        Dim.61        Dim.62        Dim.63        Dim.64
X0    -1.035126e-02 -0.0406209895  1.789163e-02 -9.270347e-03  4.729351e-02 -2.359856e-02 -0.0053399957 -0.0981558644
X1    -2.603607e-03  0.0358358819 -1.164214e-01 -1.330776e-02  1.154419e-03 -1.809837e-02 -0.0927409002 -0.0448220628
X2    -3.264848e-02 -0.0083052658 -6.480306e-02 -1.490777e-02  6.711976e-02  5.409611e-04 -0.0473560376 -0.0329005346
X3     1.983811e-01  0.0217369060  8.778410e-02 -1.634589e-02  1.101007e-01 -9.878290e-02  0.1126973143  0.0819002439
X4     5.010753e-02  0.0265256739 -2.143448e-02  3.479413e-02  1.780786e-02 -9.895907e-02  0.0008296130 -0.0379646276
             Dim.65        Dim.66        Dim.67        Dim.68        Dim.69        Dim.70        Dim.71        Dim.72
X0    -6.023160e-02 -0.0061136025  1.334395e-02 -3.690843e-02 -2.623375e-02 -2.245454e-02  0.0174527512 -0.0291660549
X1     1.326026e-01  0.0828386399 -1.039577e-01  6.081607e-02  2.069829e-02  3.283341e-02  0.1547211547  0.0974340049
X2     3.010931e-03 -0.0214651194 -3.500828e-02  2.575979e-02 -2.589539e-02  2.973956e-02 -0.0041534634 -0.0333301247
X3     1.158152e-01  0.0386877968 -4.262157e-02 -6.616330e-02 -5.773630e-02  1.798349e-02 -0.0634154003  0.0364873356
X4     2.219685e-02 -0.0257758083 -4.353351e-02 -6.015660e-03  1.767920e-04 -2.225666e-03  0.0309260458  0.0115700695
             Dim.73        Dim.74        Dim.75        Dim.76        Dim.77        Dim.78        Dim.79        Dim.80
X0     1.427795e-02  0.0182696397  1.707685e-03  2.417307e-02  5.063810e-02  8.176434e-03  3.183602e-02  3.776513e-02
X1     5.409106e-02 -0.0373904411 -4.478672e-02  8.947120e-03  4.821879e-02 -8.457805e-02 -4.542745e-02  1.000606e-02
X2     5.821765e-02 -0.0136122901 -5.962363e-03  4.854523e-02 -4.334841e-02 -5.377682e-02  4.187368e-02 -2.573986e-02
X3     8.616886e-02 -0.0358107331 -4.783934e-02  1.661003e-02  1.484971e-03  5.076217e-02 -1.140903e-01  2.895042e-02
X4    -2.813491e-02 -0.0066855960 -3.054276e-02  3.544638e-02  5.835880e-03  4.147756e-02 -1.701361e-03  4.267085e-02
             Dim.81        Dim.82        Dim.83        Dim.84        Dim.85        Dim.86        Dim.87        Dim.88
X0    -1.634990e-02 -1.233119e-02  0.0549458681  5.040672e-02  1.275281e-02  1.718208e-03 -3.269137e-02 -1.899854e-02
X1     2.268942e-02  4.491549e-02  0.0593836368 -1.066902e-02  1.504543e-02 -2.653502e-02  1.355840e-02  2.876134e-02
X2    -2.167816e-02 -2.367363e-02  0.0662733469  3.965428e-03  4.381348e-02 -1.954704e-02 -2.159469e-02  1.768122e-02
X3     1.420072e-02  6.317151e-02  0.0189051980  1.512035e-01  3.465871e-03 -5.071989e-02 -2.286904e-02  8.940667e-02
X4    -2.321277e-03 -1.550188e-02 -0.0107496510 -5.284814e-03  7.947999e-03  5.078301e-02 -4.344364e-02 -1.940000e-02
             Dim.89        Dim.90        Dim.91        Dim.92        Dim.93        Dim.94        Dim.95        Dim.96
X0     2.569033e-02  1.034246e-02 -1.173540e-02  1.884469e-02  9.794659e-03  0.0323850525  5.182956e-03  2.158330e-02
X1     4.567514e-02 -5.777921e-02  7.427708e-02  8.463230e-03  1.185889e-02 -0.0102590184 -3.033406e-02  1.837329e-02
X2    -7.890822e-03  7.953847e-02  4.515099e-02  4.682562e-02  2.419193e-02  0.0041083660  7.326287e-02 -2.687380e-02
X3     3.857275e-02  2.664839e-02  1.043051e-02 -6.512826e-03 -4.116934e-02 -0.0665140729  1.697461e-02 -1.839529e-02
X4    -2.947699e-02 -7.420769e-03  2.207517e-03 -6.128551e-05  2.561001e-02  0.0014799140  8.371844e-03  8.628872e-03
             Dim.97        Dim.98        Dim.99       Dim.100       Dim.101       Dim.102       Dim.103       Dim.104
X0     3.515693e-02 -5.798508e-02 -1.224129e-02  3.079965e-02 -1.500065e-02 -2.525608e-02  1.521408e-02 -2.549765e-03
X1    -1.656223e-02  2.137111e-02 -2.462178e-02 -3.641618e-02  1.035249e-01  3.485074e-02 -2.036972e-02  5.984687e-03
X2     7.249883e-02 -4.453352e-04  3.491412e-03  5.384311e-02 -1.987985e-02 -2.885331e-02  4.734925e-02 -2.033290e-02
X3     4.747271e-03 -5.453248e-02  6.602716e-03 -4.226622e-02  4.190497e-02  2.054172e-02  8.768979e-03  1.694779e-02
X4    -7.182754e-03  3.548611e-02 -8.620022e-03  9.739049e-03  1.217802e-02 -8.529890e-03  1.298355e-02  3.266012e-02
            Dim.105       Dim.106       Dim.107       Dim.108       Dim.109       Dim.110       Dim.111       Dim.112
X0     3.485151e-02  1.646445e-02 -1.671256e-02  0.0063816356  4.026661e-02  1.971243e-02  2.659828e-02 -1.734126e-02
X1     1.273470e-02 -4.754969e-04 -4.446984e-02 -0.0022282554  8.101109e-03  1.752007e-02  2.298062e-03 -2.478607e-02
X2    -5.604792e-02  1.462906e-02 -1.331849e-02 -0.0055309461  1.197629e-02  1.325410e-02 -4.862463e-02 -2.854675e-02
X3    -5.125395e-03  3.282215e-02  2.334368e-02 -0.0043055923 -1.190559e-02 -4.822714e-02 -1.948371e-02  6.698337e-02
X4    -2.091405e-02  1.940058e-02  1.218032e-02 -0.0286074245 -1.673510e-02  1.576744e-02 -1.146441e-02  3.585340e-02
            Dim.113       Dim.114       Dim.115       Dim.116       Dim.117       Dim.118       Dim.119       Dim.120
X0    -7.327266e-03  5.510175e-02  3.672381e-03  0.0336620101  9.708872e-03  2.610862e-02 -1.233314e-02  1.206012e-02
X1    -3.174405e-02 -1.143675e-02  1.577826e-02  0.0263754996  8.735275e-03  1.396915e-02 -5.927358e-02 -2.549484e-02
X2     5.676750e-02  1.605806e-02  1.391968e-02 -0.0358982496 -1.014702e-02 -1.024967e-03  5.211162e-02  1.479427e-02
X3    -5.032492e-02  1.102095e-02 -1.342071e-02  0.0000541832 -1.550326e-02  4.138765e-02 -5.979512e-02 -2.188787e-04
X4     2.596088e-02 -3.363381e-02 -2.228451e-02 -0.0278829677 -2.736785e-03 -1.368195e-02  5.836222e-03 -1.000782e-02
            Dim.121       Dim.122       Dim.123       Dim.124       Dim.125       Dim.126       Dim.127       Dim.128
X0    -1.079417e-02 -9.265872e-03 -7.784382e-03 -2.510112e-03  1.036688e-03  1.374776e-02 -2.373175e-02  5.621200e-03
X1    -1.910884e-02  3.108073e-02 -8.786721e-03  1.694569e-03 -1.190981e-02 -5.155380e-02 -2.312670e-02  1.323360e-02
X2    -4.450953e-03 -2.776372e-03 -7.996041e-03 -7.982247e-02 -2.590544e-03 -3.802176e-02  3.099333e-02  8.360168e-03
X3    -1.157214e-02 -1.199110e-02 -1.479476e-02  3.735069e-02  4.507058e-03  2.117823e-02  4.655180e-02 -2.434450e-02
X4    -2.267981e-02 -5.480022e-03  2.336644e-02 -1.372600e-02 -8.359428e-03  2.219615e-03 -4.279689e-02  1.379051e-04
            Dim.129       Dim.130       Dim.131       Dim.132       Dim.133       Dim.134       Dim.135       Dim.136
X0    -4.797635e-03 -1.084641e-02 -2.209152e-02 -1.962221e-02  1.694923e-02 -3.305189e-03  4.751800e-03  1.428746e-02
X1     5.207878e-03 -2.402923e-02 -2.088856e-02  2.195919e-02 -1.544627e-02  1.995777e-02 -5.568214e-03 -1.325158e-02
X2    -3.091428e-03  1.894560e-02 -2.395739e-02 -3.878305e-03  3.083216e-02 -2.124087e-03 -4.450041e-03  2.348703e-02
X3     3.221029e-02 -1.532485e-02 -1.191760e-03  3.600615e-02 -3.476451e-02  2.403368e-02 -2.863417e-02 -4.471394e-03
X4     1.047921e-02  2.474207e-02  1.582545e-02 -6.565536e-03 -2.283105e-02  1.084887e-02 -1.851767e-03 -3.022717e-02
            Dim.137       Dim.138       Dim.139       Dim.140       Dim.141       Dim.142       Dim.143       Dim.144
X0    -4.031141e-03 -8.270633e-04  9.006277e-03  1.381089e-02 -8.550001e-03  6.239981e-03 -2.810151e-02  0.0088428287
X1    -3.054680e-02  3.082857e-02 -2.756689e-02 -5.932679e-02  5.876405e-03  1.789354e-02  2.494851e-02 -0.0187104969
X2     2.702420e-02  1.528929e-03 -2.531657e-03 -2.994636e-03  1.337328e-02  3.232644e-04 -5.471278e-03 -0.0312274001
X3     1.530086e-02  9.012882e-03 -2.028665e-02  1.062886e-02  4.580309e-03  6.196296e-02  2.969951e-02 -0.0063182993
X4    -1.189310e-02 -3.337609e-03  1.402848e-02  1.277502e-03  9.457985e-03  2.451955e-03  1.482905e-02  0.0035381966
            Dim.145       Dim.146       Dim.147       Dim.148       Dim.149       Dim.150       Dim.151       Dim.152
X0    -1.243371e-02 -1.933529e-02  9.887467e-03 -1.935437e-02 -3.616189e-02 -3.161759e-03  3.400122e-02 -2.016797e-02
X1     4.712007e-02  4.010557e-04  1.114639e-02 -3.316520e-02 -8.146723e-03 -2.194643e-02 -1.038259e-02 -2.600053e-02
X2     1.646800e-02  1.141997e-02  1.199733e-02  4.092366e-03  6.787769e-03  1.212997e-02  1.505580e-02 -1.618074e-02
X3    -1.089640e-04 -1.267077e-02 -1.912639e-02  1.083983e-02 -1.585081e-02  4.461848e-02  1.486786e-02  4.605655e-03
X4     2.164339e-02  2.201003e-03 -5.462392e-03  1.143735e-02 -1.686119e-03  7.818008e-05 -7.972633e-03  2.129980e-03
            Dim.153       Dim.154       Dim.155       Dim.156       Dim.157       Dim.158       Dim.159       Dim.160
X0     1.492962e-02 -2.292973e-02  1.058996e-02  3.174722e-03  1.690441e-02 -1.952339e-02 -4.571418e-03  7.174537e-03
X1    -3.014007e-02 -3.004144e-02  9.782714e-03 -1.934070e-02 -6.673372e-04  3.376193e-02 -2.317854e-02 -1.113136e-02
X2    -4.057102e-02  9.459999e-03  6.867135e-03  1.676789e-02 -2.815470e-02 -5.487451e-03 -1.725882e-02  1.030248e-02
X3     4.534784e-02 -2.172123e-02  2.613066e-02 -2.836975e-02  5.582274e-02 -1.396434e-03 -7.864355e-03  1.227398e-02
X4     2.481778e-03 -6.037145e-03  1.453352e-03  2.704693e-03  1.098179e-03 -5.767226e-03 -2.643938e-02  4.917499e-03
            Dim.161       Dim.162       Dim.163       Dim.164       Dim.165       Dim.166       Dim.167       Dim.168
X0     2.555287e-03  1.433103e-02 -1.913211e-04  1.335573e-02 -1.851913e-02 -1.770925e-02  1.086505e-02 -1.236905e-02
X1    -2.109408e-02  1.935146e-02  2.078917e-02  1.656565e-02 -8.143383e-03 -4.607288e-03 -1.280335e-02 -1.665580e-02
X2    -2.871027e-02  2.909125e-02  2.168741e-02 -8.139281e-04 -6.702788e-03 -7.935010e-04 -1.263914e-02  1.310103e-02
X3     7.028780e-05 -4.811191e-03  4.589528e-02  4.750428e-02 -2.027671e-02 -2.218485e-03  2.973451e-02 -9.527044e-03
X4    -3.209023e-02  7.476543e-04 -3.981293e-04 -1.420259e-02 -4.032204e-03 -1.954734e-02  4.705469e-04 -2.554399e-02
            Dim.169       Dim.170       Dim.171       Dim.172       Dim.173       Dim.174       Dim.175       Dim.176
X0     8.852776e-03 -3.714100e-03 -4.071288e-02 -8.872734e-03 -2.788742e-02 -1.086924e-03 -5.372804e-03  4.711198e-03
X1    -4.074746e-03 -5.419250e-03  7.802033e-03 -2.034748e-02  2.329848e-02  3.191117e-03 -3.830565e-02 -5.748155e-03
X2     5.259161e-03  1.298763e-03  2.539670e-02 -1.487015e-02 -3.655338e-04 -1.654799e-02  1.329930e-02  3.372162e-02
X3     1.214442e-03 -1.364348e-02  9.038981e-03 -1.332317e-02  1.823050e-03  1.423161e-02 -1.093295e-02 -1.208624e-03
X4    -1.835931e-02 -6.134882e-03 -8.662479e-03 -4.189980e-03 -1.648797e-02  1.209577e-02  9.585143e-03  2.433753e-02
            Dim.177       Dim.178       Dim.179       Dim.180       Dim.181       Dim.182       Dim.183       Dim.184
X0    -1.463225e-02 -8.078174e-03  6.774686e-03 -8.153023e-03 -9.603035e-04  2.059746e-02  2.563727e-02 -8.003101e-04
X1    -1.845049e-02 -1.553681e-03 -7.969613e-03 -1.517108e-02  1.209021e-02  3.497508e-02  4.323549e-03  2.061116e-03
X2    -2.668645e-04  1.377539e-03  1.516326e-03  1.388107e-02  8.863969e-03  2.751143e-03 -3.763578e-03 -4.420610e-03
X3     2.242630e-03  9.114740e-03  1.625871e-02  6.377211e-03  5.479972e-03 -1.265816e-02  5.832043e-03 -2.091686e-02
X4    -5.361145e-03 -5.337488e-03  3.981748e-03  9.360049e-03  1.236221e-02 -1.917530e-03  4.687138e-04 -6.132142e-03
            Dim.185       Dim.186       Dim.187       Dim.188       Dim.189       Dim.190       Dim.191       Dim.192
X0     8.802097e-03 -2.277233e-03 -2.682672e-03 -2.020229e-03  4.245608e-03  6.685041e-03 -1.246705e-02 -3.651914e-03
X1    -5.329706e-03  2.255268e-02  2.822031e-03 -1.695793e-02 -1.409976e-02 -1.777791e-02  2.079708e-02 -9.326712e-03
X2    -1.187124e-02 -5.383033e-05 -1.388607e-02  4.773872e-03  6.617601e-03 -8.732867e-03  4.878360e-03 -3.117778e-03
X3     1.183302e-02 -4.277496e-03  1.912991e-02  2.049015e-02  6.541711e-03 -7.947403e-03 -2.649957e-03  1.890381e-02
X4     9.772022e-03  1.143349e-02  2.489172e-03  1.733178e-02 -1.209696e-02  5.999408e-03 -8.800462e-03 -9.649681e-03
            Dim.193       Dim.194       Dim.195       Dim.196       Dim.197       Dim.198       Dim.199       Dim.200
X0    -1.995563e-03 -3.843081e-04 -6.413696e-03  7.422846e-03  7.719366e-03  1.352494e-02  9.937324e-03  2.592174e-03
X1     1.125258e-02 -3.305114e-02 -1.553850e-02 -5.937819e-03 -2.634547e-03 -4.245827e-02  6.379522e-03 -2.305444e-02
X2     5.468338e-03 -2.069686e-02 -2.394954e-02  2.120304e-03  1.327162e-02  4.361309e-03  3.186262e-03 -1.514264e-03
X3     4.828025e-03 -3.616545e-03 -1.008111e-02  9.271198e-03 -7.308603e-04  3.576039e-03 -3.357197e-03  2.297617e-02
X4     9.360137e-03  4.782822e-03 -1.263329e-02  3.713546e-03 -1.671131e-02  1.052566e-02  2.466441e-03  8.796886e-03
 [ reached getOption("max.print") -- omitted 1019 rows ]

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